Stanford AI Course Videos for Language

Word Models

• Language Models
• Bag of Words
• Probabilistic Models
• Language and Learning
• Language Models Question

Shakespeare Corpus Examples

• Unigram Model Samples
• Bigram Model Samples
• Trigram Model Samples
• N Gram Model Samples
• N Gram Model Question
• N Gram Model Answer

More on Word Models

• Probability Question
• Probability Answer
• Language Question
• Language Answer
• Letter Bigram Question
• Letter Bigram Answer
• Trigram Model Question
• Trigram Model Answer
• Classification
• Gzip
• Segmentation

Sentence Models

• Sentence Structure
• Parses Question
• Parses Answer
• Problems and Solutions Question
• Problems and Solutions Answer
• Writing Grammars
• PCFG
• PCFG Question
• PCFG Answer
• Probability Origins
• Resolving Ambiguity
• LPCFG
• Parsing into a Tree
• Machine Translation
• Translation Example